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Definition of Reputation Credits
Taipei, Taiwan
Yaroslav Ivanchuk
已經有工作許可和居留證， 不需要工作擔保
我叫Yarik，目前居住並工作在台北市。
我是個勇於接受挑戰的人，喜歡使用數據處理複雜又具有挑戰性的問題，從基礎開始分析、研究它們並開發出量身定制的解決方案。我的目標是運用統計學和機器學習技術，提供有價值的洞察和創新的解決方案。
我擁有約四年的Python開發經驗，以及近兩年在資料分析和機器學習領域的工作經驗，這些經驗都是我在國立台灣大學醫學研究部門工作期間所積累的。在那裡，我積極參與了多個專案的開發。 除了精通Python之外，我還熟練使用SQL和Power BI。目前，我正在努力精通Linux。
在台灣居住了四年的時間，我能流利使用中、英兩種語言，能夠在不同的環境中進行有效溝通。
由於我目前的專案即將完成，我正在積極尋找在資料科學或資料分析領域的新工作機會。我擅長獨立工作和團隊合作，同時是個注重細節的人。
(Scroll Down for English Version)
http://linkedin.com/in/yarik89
0975-052733
工作與活動經歷 Experience
JAN 2022 - DEC 2023
專案助理 臺大醫院（臺北市）
與團隊合作開發機器學習模型，預測患者罹患菌血症的可能性。
負責資料合併、清理、統計和特徵工程，
FEB 2021 - AUG 2021
國外業務 偉斯股份有限公司（新北市）
負責俄羅斯與歐洲市場開發與行銷
學歷Education
SEP 2019 - JUL 2021
國立台灣科技大學 NTUST（碩士）
企業管理所：企管、資料分析 GPA: 4.0
SEP 2015 - JUL 2019
國立聖彼得堡大學 Saint-Petersburg State University （學士）
聖彼得堡 俄羅斯
GPA: 3.7
．．．MORE．．．
技能 Skills
程式語言
- Python
- Node.js
- JavaScript
- SQL
- HTML | CSS
- C++
數據科學
- 資料預處理: Numpy, Pandas, Imblearn, Datetime
- 機器學習 AI : Scikit-Learn, Catboost, XGBoost, LightGBM, Shap
- 數據視覺化: Power BI
後端 & 資料存儲
- Flask
- Express
- AWS EC2
- MySQL
- Git
- Linux
語言
- 英文
- 中文
- 俄文
- 烏克蘭文
專案 Project ( 點擊圖片開啟連結 )
預測菌血症
複雜的多步驟資料準備和清理，包括任意字串欄位、數值和分類欄位
工具: Python, Scikit-Learn, Power BI, Pandas Numpy, Excel
預測降雨情況
使用 Kaggle 開放資料來預測澳洲的降雨情況。包括資料探索和挖掘，以及使用 Python 軟體套件部署預測模型。
工具: Python, Scikit-Learn, Power BI, Pandas Numpy,
資料分析 repository
Python 代碼範例，可以用於數據分析、機器學習和數據處理任務。包含資料分析與清理的functions跟code samples
Taipei, Taiwan
Yaroslav Ivanchuk
Already have visa and work permit do not need visa sponsorship
My name is Yarik, and I currently live and work in Taipei City. I have approximately four years of Python development experience and almost two years of experience in the field of data analysis and machine learning, which I gained while working in the research department of National Taiwan University Hospital. During my time there, I actively contributed to various projects.
In addition to my proficiency in Python, I am skilled in SQL and Power BI. I am currently in the process of mastering Linux. I have been living in Taiwan for four years and possess fluency in both Mandarin Chinese and English, enabling effective communication in diverse environments.
As my current project is nearing completion, I am actively seeking new career opportunities in the fields of Data Science or Data Analysis. I am adept at working both independently and in a team, and I am highly attentive to details while maintaining a loyal commitment to my work.
(往上看中文版履歷)
http://linkedin.com/in/yarik89
0975052733
Experience
JAN 2022 - DEC 2023
Clinical Data Research Assistant NTU Hospital（Taiwan）
Bacteremia prediction using machine learning
FEB 2021 - AUG 2021
Business Development Specialist Cino Group（Taiwan）
Russia & Europe market development and marketing
Education
SEP 2019 - JUL 2021
National Taiwan University of Science and Technology (Master degree）
School of Management: Management, Data Analysis
GPA: 4.0
SEP 2015 - JUL 2019
Saint-Petersburg State University （Bachelor degree）
Russia, Saint-Petersburg
GPA: 3.7
．．．MORE．．．
Skills
Programming
- Python
- Node.js
- JavaScript
- SQL
- HTML | CSS
- C++
Data Analysis
- Data handling: Numpy, Pandas, Imblearn, Datetime
- Machine Learning AI: Scikit-Learn, Catboost, XGBoost, LightGBM, Shap
- Data visualization: Power BI
Backend & DE
- Flask
- Express
- AWS EC2
- MySQL
- Git
- Linux
Language
- English
- Chinese
- Russian
- Ukrainian
Projects (*Click on image for more info )
Bacteremia prediction
Complex multi-step data preparation and cleansing. Including arbitrary string columns, numeric and categorical columns
Main tools: Python, Scikit-Learn, Power BI, Pandas Numpy, Excel
Rain prediction
Predict rain in Australia using Kaggle open data (https://www.kaggle.com/datasets/jsphyg/weather-dataset-rattle-package). Includes data exploration and mining, predictive model deployment via Python packages
Main tools: Python, Scikit-Learn, Power BI, Pandas Numpy
Data Analysis repository
Collection of Python code examples that can be used for various data analysis, machine learning, and data processing tasks. Include functions and code samples for data analysis and data cleansing
Taipei, Taiwan
Yaroslav Ivanchuk
已經有工作許可和居留證， 不需要工作擔保
我叫Yarik，目前居住並工作在台北市。
我是個勇於接受挑戰的人，喜歡使用數據處理複雜又具有挑戰性的問題，從基礎開始分析、研究它們並開發出量身定制的解決方案。我的目標是運用統計學和機器學習技術，提供有價值的洞察和創新的解決方案。
我擁有約四年的Python開發經驗，以及近兩年在資料分析和機器學習領域的工作經驗，這些經驗都是我在國立台灣大學醫學研究部門工作期間所積累的。在那裡，我積極參與了多個專案的開發。 除了精通Python之外，我還熟練使用SQL和Power BI。目前，我正在努力精通Linux。
在台灣居住了四年的時間，我能流利使用中、英兩種語言，能夠在不同的環境中進行有效溝通。
由於我目前的專案即將完成，我正在積極尋找在資料科學或資料分析領域的新工作機會。我擅長獨立工作和團隊合作，同時是個注重細節的人。
(Scroll Down for English Version)
http://linkedin.com/in/yarik89
0975-052733
工作與活動經歷 Experience
JAN 2022 - DEC 2023
專案助理 臺大醫院（臺北市）
與團隊合作開發機器學習模型，預測患者罹患菌血症的可能性。
負責資料合併、清理、統計和特徵工程，
FEB 2021 - AUG 2021
國外業務 偉斯股份有限公司（新北市）
負責俄羅斯與歐洲市場開發與行銷
學歷Education
SEP 2019 - JUL 2021
國立台灣科技大學 NTUST（碩士）
企業管理所：企管、資料分析 GPA: 4.0
SEP 2015 - JUL 2019
國立聖彼得堡大學 Saint-Petersburg State University （學士）
聖彼得堡 俄羅斯
GPA: 3.7
．．．MORE．．．
技能 Skills
程式語言
- Python
- Node.js
- JavaScript
- SQL
- HTML | CSS
- C++
數據科學
- 資料預處理: Numpy, Pandas, Imblearn, Datetime
- 機器學習 AI : Scikit-Learn, Catboost, XGBoost, LightGBM, Shap
- 數據視覺化: Power BI
後端 & 資料存儲
- Flask
- Express
- AWS EC2
- MySQL
- Git
- Linux
語言
- 英文
- 中文
- 俄文
- 烏克蘭文
專案 Project ( 點擊圖片開啟連結 )
預測菌血症
複雜的多步驟資料準備和清理，包括任意字串欄位、數值和分類欄位
工具: Python, Scikit-Learn, Power BI, Pandas Numpy, Excel
預測降雨情況
使用 Kaggle 開放資料來預測澳洲的降雨情況。包括資料探索和挖掘，以及使用 Python 軟體套件部署預測模型。
工具: Python, Scikit-Learn, Power BI, Pandas Numpy,
資料分析 repository
Python 代碼範例，可以用於數據分析、機器學習和數據處理任務。包含資料分析與清理的functions跟code samples
Taipei, Taiwan
Yaroslav Ivanchuk
Already have visa and work permit do not need visa sponsorship
My name is Yarik, and I currently live and work in Taipei City. I have approximately four years of Python development experience and almost two years of experience in the field of data analysis and machine learning, which I gained while working in the research department of National Taiwan University Hospital. During my time there, I actively contributed to various projects.
In addition to my proficiency in Python, I am skilled in SQL and Power BI. I am currently in the process of mastering Linux. I have been living in Taiwan for four years and possess fluency in both Mandarin Chinese and English, enabling effective communication in diverse environments.
As my current project is nearing completion, I am actively seeking new career opportunities in the fields of Data Science or Data Analysis. I am adept at working both independently and in a team, and I am highly attentive to details while maintaining a loyal commitment to my work.
(往上看中文版履歷)
http://linkedin.com/in/yarik89
0975052733
Experience
JAN 2022 - DEC 2023
Clinical Data Research Assistant NTU Hospital（Taiwan）
Bacteremia prediction using machine learning
FEB 2021 - AUG 2021
Business Development Specialist Cino Group（Taiwan）
Russia & Europe market development and marketing
Education
SEP 2019 - JUL 2021
National Taiwan University of Science and Technology (Master degree）
School of Management: Management, Data Analysis
GPA: 4.0
SEP 2015 - JUL 2019
Saint-Petersburg State University （Bachelor degree）
Russia, Saint-Petersburg
GPA: 3.7
．．．MORE．．．
Skills
Programming
- Python
- Node.js
- JavaScript
- SQL
- HTML | CSS
- C++
Data Analysis
- Data handling: Numpy, Pandas, Imblearn, Datetime
- Machine Learning AI: Scikit-Learn, Catboost, XGBoost, LightGBM, Shap
- Data visualization: Power BI
Backend & DE
- Flask
- Express
- AWS EC2
- MySQL
- Git
- Linux
Language
- English
- Chinese
- Russian
- Ukrainian
Projects (*Click on image for more info )
Bacteremia prediction
Complex multi-step data preparation and cleansing. Including arbitrary string columns, numeric and categorical columns
Main tools: Python, Scikit-Learn, Power BI, Pandas Numpy, Excel
Rain prediction
Predict rain in Australia using Kaggle open data (https://www.kaggle.com/datasets/jsphyg/weather-dataset-rattle-package). Includes data exploration and mining, predictive model deployment via Python packages
Main tools: Python, Scikit-Learn, Power BI, Pandas Numpy
Data Analysis repository
Collection of Python code examples that can be used for various data analysis, machine learning, and data processing tasks. Include functions and code samples for data analysis and data cleansing